no code implementations • 22 Oct 2023 • Pierangela Bruno, Francesco Calimeri, Cinzia Marte, Simona Perri
Although the availability of a large amount of data is usually given for granted, there are relevant scenarios where this is not the case; for instance, in the biomedical/healthcare domain, some applications require to build huge datasets of proper images, but the acquisition of such images is often hard for different reasons (e. g., accessibility, costs, pathology-related variability), thus causing limited and usually imbalanced datasets.